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Risk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operationa

BACKGROUND
1 SIGNALFIRST DETECTED 27 July 2026
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How the story developed
27 Jul
Other feeds and industry voices
26 Mar
Conformal Risk Control for Safety-Critical Wildfire Evacuation Mapping: A Comparative Study of Tabular, Spatial, and Graph-Based Models

arXiv:2603.22331v1 Announce Type: cross Abstract: Every wildfire prediction model deployed today shares a dangerous property: none of these methods provides formal guarantees on

REPORT · WHEN · ArXiv CS.AIOPEN STORY
30 Apr
Risk Reporting for Developers' Internal AI Model Use

arXiv:2604.24966v1 Announce Type: cross Abstract: Frontier AI companies first deploy their most advanced models internally, for weeks or months of safety testing, evaluation, and

REPORT · WHAT · ArXiv CS.AIOPEN STORY
14 May
An Agentic LLM-Based Framework for Population-Scale Mental Health Screening

arXiv:2605.13046v1 Announce Type: new Abstract: Mental health disorders affect millions worldwide, and healthcare systems are increasingly overwhelmed by the volume of clinical

REPORT · WHAT · ArXiv CS.AIOPEN STORY
2 Oct
Measuring the Microtask Eligibility Gap: When Is an Off-the-Shelf SLM Enough for an Agent Harness?

arXiv:2610.00025v1 Announce Type: new Abstract: Agent harnesses increasingly want to run small language models (SLMs) on the microtasks around a frontier large language model

REPORT · WHEN · ArXiv CS.AIOPEN STORY
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